Global Innovation Management e-Marketing Metrics & Management of Search Engines Global Innovation Management Recap • Quizzing: – The ‘core’ attributes (features) Leave • Product Attribute Map: How do customers perceive each of your 2-3 ‘core’ features or attributes Continue Basic Discriminator Energizer Positive Nonnegotiable Differentiator Exciter Negative Tolerable Dissatisfier Enrager Neutral So What? Parallel • Consumption chain: What are potential marketing channel activities and their target customers (2-5) Global Innovation Management Example - Schedubot Basic Positive Negative Discriminator Price, Shift Change Mngmt, Communication through e-Mail and SMS, Mobile Apps Neutral Energizer Auto-Scheduling, Integration with Existing Calendar none Possible Auto-Scheduling Conflict with 3 or more Calendars none identified Who cares? Whatever keeps costs down Marketing, Awareness Education, Demo Sales and Site Implementation Support and QA Global Innovation Management Demo-ing your Website • http://www .wix.com Global Innovation Management Search (Google Organinc, AdWords, etc.) Potential Customer What is your Objective Amazon Webstore 'Landing' Page Amazon Webstore Products Pages Amazon Webstore 'Cart' Page Amazon Webstor 'Checkout Merchant Acceptance' Amazon Webstore 'Checkout Pay' You earn revenue Global Innovation Management lse ere e ewh m o s Go ve Lea CRM ve Lea e Leav e Leav What Tools can you Work With? Global Innovation Management PageRank is calculated on number and quality of backlinks The page itself has nothing to do with a page rank calculation • Figure 1: Mathematical PageRanks (out of 100) for a simple network (PageRanks reported by Google are rescaled logarithmically). Page C has a higher PageRank than Page E, even though it has fewer links to it: the link it has is much higher valued. A web surfer who chooses a random link on every page (but with 15% likelihood jumps to a random page on the whole web) is going to be on Page E for 8.1% of the time. (The 15% likelihood of jumping to an arbitrary page corresponds to a damping factor of 85%.) Without damping, all web surfers would eventually end up on Pages A, B, or C, and all other pages would have PageRank zero. Page A is assumed to link to all pages in the web, because it has no outgoing links. Global Innovation Management Zipf distribution of Occurrence of Keywords • Zipf’s law can be used to demonstrate the authenticity of disputed works – – – • • Each author has their own preference for using certain words, and so one technique compares the occurrence of different words in the uncertain text with that of an author's known works. The counted words are ranked (whereby the most common is number one and the rarest is last) and then plotted on a graph with their frequency of occurrence up the side E.g., Romeo and Juliet by Shakespeare Mandelbrot called the exponent the “temperature of discourse” Global Innovation Management freq rank Science of Networks Global Innovation Management Product Space Network Global Innovation Management Search (Google Organinc, AdWords, etc.) Potential Customer Marketing, Awareness e ome Go s s re el whe Education, Demo Sales and Site Implementation Amazon Webstore 'Landing' Page Support and QA Metrics Amazon Webstore Products Pages Amazon Webstore 'Cart' Page Consider what you Want Consider what you Get Amazon Webstor 'Checkout Merchant Acceptance' Amazon Webstore 'Checkout Pay' You earn revenue Global Innovation Management ve Lea ve Lea e Leav e Leav The Ideal • Earn revenue, – minimize cost, and – maximize profit • With no Interference from Competitors • Without Quality and Efficiency Problems • Without Personnel Problems Global Innovation Management In Practice • Customers are stingy and don’t want to give you “revenue” (especially on the Internet) • Competitors set your price and volume (i.e., Revenues) … not you • Things always cost more than you expect, and there are always more ‘things’ to do, and • You may be more concerned with surviving and growing than in maximizing profit Global Innovation Management Marketing, Awareness Measuring Success Education, Demo Sales and Site Implementation • • • • • Support and QA Separate Measure on each CC step Ads: Reach and branding? Education: Worth the consumer effort? Site: Response, scalability, reliability, UI Support and QA: Are customers ‘happy’, will they return, can you ‘up’ / ‘cross’ – sell? Global Innovation Management How do Keywords and URL visits relate to any of this? • SEO / SEM is about Keywords and URLs … – Nothing else • What can you do with this information? • What would you like to do that you can’t you do with this information? Global Innovation Management Google Analytics • Google has tried to integrate their reporting for Fixed and mobile platform AdWords and traffic analysis • http://www.google.com/analytics/features/m obile.html • So the same approaches used for Search Engine Management can work across all platforms Global Innovation Management Google Analytics • • To see mobile keywords in Google Analytics, go to Audience > Mobile > Overview in the right hand nav. Now filter to exclude (not set) and (not provided) and include only mobile keywords. Global Innovation Management Google Keyword Tool • The Google Keyword Tool is the only mobile-only keyword tool that gives you mobile-specific keywords that you’re not already optimized for if you enter a URL, category or keyword. • In the Google Keyword Tool, select all mobile devices in the Advanced Options and Filters, and you’ll get keywords from tablets, smartphones and feature phones. You also have the option to select only smartphones and tablets, or only feature phones. Global Innovation Management Google Keyword Tool Global Innovation Management Bing Ads Intelligence • Bing Ads Intelligence can’t generate mobile keywords as the Google Keyword Tool can, but it’s the only tool that can estimate tablet search volume. • Take the list of mobile-specific keywords that you’ve compiled so far and run a customized traffic report in Bing Ad Intelligence, selecting Smart Phones, Non-smart phones (i.e. feature phones) and Tablets. Global Innovation Management Bing Ads Intelligence Global Innovation Management Bing Ads Intelligence • The data can be used to ensure Google data is accurate, and to give a second look to keywords that appear with a lot of volume in Bing, but not in Google. • Bing Ads Intelligence also allows you to get demographic info on your mobile users, which can be helpful if you’re building personas and you want to compare mobile personas with desktop. Global Innovation Management App Keyword Research Tools • Neither Google nor Apple have a keyword tool for Apps, so if you are doing app store optimization it’s a little more difficult to get what you’re looking for. • The best place to get official information on app keyword popularity seems to be the engines themselves, which offer app-specific keywords in the autosuggest for their search engines. Global Innovation Management Mobile % of Total Traffic Report Global Innovation Management Queries by Platform • • The Google Webmaster Tools mobile search queries report is good because it allows you to compare your desktop queries with your mobile queries and discover differences in the search behavior of users accessing your site from different devices. To do this, simply download your Mobile and Web CSVs by using the filter in the search query report and downloading the tables that appear. Global Innovation Management SEO Innovation Workout & Landing Page Design Conversions and Monitizing your Site Global Innovation Management Monetizing your Site • For your groups, website and product or service from the workout #1 & 2 • Use Keyword Tool, Traffic Estimator and Prior results • https://adwords.google.com/select/TrafficEstimatorSandbox • https://adwords.google.com/select/KeywordToolExternal • Assume ad position 1-3 • Think about • • • • Landing Page Conversion Goal (page) How much each conversion is worth How much each conversion costs in terms of CPC’s Global Innovation Management Landing Page • What is the “right landing page”? • When users click on your ad, they should arrive at a landing page clearly displaying the information or product offered • What is the “conversion goal”? (i.e., which page is it, and why?) • Given your ‘old’ Adwords campaign (your first three keywords) • is your Website worth keeping (are CPCs less than Conversion profits?) • Given your ‘new’ Adwords campaign (your first three keywords) • is your Website worth keeping (are CPCs less than Conversion profits?) • Where are you making money? Global Innovation Management http://wix.com/ • • • • Take what you have decided in the last step and design: The “right landing page”? The pages that lead to the “conversion goal” An ‘Adwords campaign (your first three keywords) consistent with this ‘conversion goal’ Global Innovation Management Tell me about Web Usability & Structure! Global Innovation Management Heat Maps • And now the baby is looking at the content • Notice the increase in people looking at the headline and text. Global Innovation Management Case Study: Christmas Gift Web • Web pages – – ‘Christmas shop’ landing page (but not always being an obvious place to get started) ‘Christmas helper’ section actually had a limited selection of gifts available • – – – Christmas outfit Marks and Spencer Christmas adverts with celebrities such as Danii Minogue modeling the clothes By clicking on one of the ‘all outfits’ links to the right a section was found where the outfits could be filtered by a person • • – With users often needing to buy multiple gifts, it’s a time of year that ’3 for 2′ stands out. Within the general gift finder it’s hard for users to filter by offer and make purchase decisions based on items within that offer. We observed users looking at the ’3 for 2′ call outs while browsing. This was particularly the case on the mobile website where there were limited sorting options. This helped users who wanted to find a particular item they had seen one person wear breadcrumb at the top of the page showed that this content was available but quite hard for users to access. From the mobile website users had to rely on browsing through the product categories • This meant browsing through multiple pages with users missing the ‘narrowing’ options available at the bottom of the pages. Global Innovation Management Global Innovation Management Global Innovation Management Global Innovation Management Attention Global Innovation Management Product Search Global Innovation Management Global Innovation Management Global Innovation Management Similar Rules in Mobile Search Global Innovation Management Fingers Matter Global Innovation Management Global Innovation Management Global Innovation Management Global Innovation Management Global Innovation Management Global Innovation Management Form Labels Work Best Above The Field Global Innovation Management Quality Of Design Is An Indicator Of Credibility • Users really do judge a book by its cover… • Or rather, a website by its design • Elements such as layout, consistency, typography, color and style all affect how users perceive your website and what kind of image you project. Global Innovation Management 77% of visitors won’t scroll • 23% of visitors scroll on their first visit to a website – 77% of visitors won’t scroll; they’ll just view the content above the fold -- i.e. the area of the page that is visible on the screen without scrolling down (Jakob Nielsen’s study ) – The percentage of users who scroll decreases with subsequent visits, with only 16% scrolling on their second visit • Place your key content on a prominent position, especially on landing pages •Global Core essentials: Innovation Management The Ideal Search Box Is 27Characters Wide • The average search box is 18characters wide – 27% of queries were too long to fit into it • Extending the box to 27 characters would accommodate 90% of queries – Remember, you can set widths using ems, not just pixels and points. One em is the width and height of one “m” Globalcharacter Innovation Management (using whatever font size a Effective User Testing Doesn’t Have To Be Extensive • Usability tests found that tests with just five users – typically reveal about 85% of all problems with your website • 15 users would find pretty much all problems. Global Innovation Management White Space Improves Comprehension • White space de-clutters a page by giving items room to breathe • Group items together by decreasing the space between them and increasing the space between them and other items on the page – This is important for showing relationships between items • e.g. showing that this button applies to Innovation this set of itemsManagement Global Informative Product Pages Help You Stand Out • Many product pages lack sufficient information\ – A serious problem, because product information helps people make purchasing decision • Research shows that poor product information accounts for around 8% of usability problems Global Innovation – .. and even 10%Management of user Most Users Are Blind To Advertising Most users are essentially blind to ad banners If they’re looking for a snippet of information on a page or are engrossed in content, they won’t be distracted by the ads on the side. • The implication of this is not only that users will avoid ads – but that they’ll avoid anything that looks like an ad, even if it’s not an ad • Some heavily styled navigation items may look like Global Innovation banners, so beManagement careful with these elements. Blue Is The Best Color For Links • What color should your links be? • The first consideration is contrast: – links have to be dark (or light) enough to contrast with the background color • Secondly, they should stand out from the color of the rest of the text; so, no black links with black text • Finally, if usability if your priority, sticking to blue for links is best. The browser’s default link Innovation color is blue,Management so people expect it Global Moving down the Conversion Cone Global Innovation Management Conversions – Define a “conversion” for your site – Which is your conversion page? • How much is each conversion is worth? • How much does each conversion costs in terms of CPC’s assuming you choose 3 keywords for the AdWords program to promote this website? Global Innovation Management Track account performance • Monitor your results to ensure your ROI • Check your account statistics. • Your CTR, first page bid estimates, and keyword status are good initial indicators of how well your ads are performing • Create reports. • Create custom reports that tell you exactly what statistics you want to know, from the campaign level to the keyword or placement level. • Use web analytics. • Google Analytics to analyze what people are doing on your site. Management Global Innovation Bidding • There are two types of bidding options that determine what results you'll pay for: • Cost-per-click (CPC) bid: the amount you're willing to pay for each time someone clicks on your ad when it shows on Google or one of our partner sites. • Cost-per-impressions (CPM) bid: the amount you're willing to pay for each 1000 times your ad appears on one of Google's content network partner sites. That means you pay when your ad shows, whether or not a user clicks the ad. • Your Quality Score. Global• Innovation Management This is the single most important factor we use in SEO Innovation Workout #3 Conversions and Monitizing your Site Global Innovation Management Monetizing your Site • For your groups, website and product or service from the workout #1 & 2 • Use Keyword Tool, Traffic Estimator and Prior results • https://adwords.google.com/select/TrafficEstimato rSandbox • https://adwords.google.com/select/KeywordToolEx ternal • Assume ad position 1-3 • Think about • Landing Page Conversion Goal (page) Global•Innovation Management SEO Workout • What is the “right landing page”? • When users click on your ad, they should arrive at a landing page clearly displaying the information or product offered • What is the “conversion goal”? (i.e., which page is it, and why?) • Given your ‘old’ Adwords campaign (your first three keywords) • is your Website worth keeping (are CPCs less than Conversion profits?) • Given your ‘new’ Adwords campaign (your first three keywords) • is your Website worth keeping (are CPCs less than Conversion profits?) • If your answer is ‘No’ to the last question, what should you do? Global Innovation Management Measuring Success It's all about results. It's important to know what you want to gain from your ad campaign Global Innovation Management Measuring Success • First Page Bids • Low bid estimates typically indicate that your ads are performing well • ROI – Get data from tools like Conversion tracking tool or Google Analytics. • Keyword Analysis page: How Quality Score impacts your keyword and ad‘s • Conversion Tracking: A way to see precisely which clicks (and which keywords) are leading to sales or to other desirable actions. Global Innovation – Measuring ROI Management helps answer the fundamental Quality Score • A high-quality ad uses relevant ad text and keywords and links to the most relevant page of your website • Quality Score measures relevance • Relevance refers to the usefulness of information to a user (such as an ad, keyword, or landing page). • Relevance, matches users' needs as closely as possible to relevant ads • ThisInnovation ensures a positive user experience Global Management Quality Score • Quality Score is assigned to each of your keywords • The higher a keyword's Quality Score, the lower its cost-per-clicks (CPCs) and the better its ad position • Keyword Quality Scores will affect: • your keywords' actual cost-per-clicks (CPCs) • the first page bid amounts that you see in your account • whether a keyword is eligible to enter the ad Global Innovation Management auction Tell Me About E-Commerce Implementation Answer the Questions • Why: Objective (profit, survival, expansion, social, etc.) • What: Is your innovation (product, market, distribution, etc.) • Who: Customers (with a new set of Q’s where, when, …) • Where: Will you host, will you keep inventory, run production, etc. • When: Does this need to be implemented • How: Will you control costs (production, Global Innovation Management Tell Me About Why & What • Why do you want an e-business? (objective) • What will you sell to achieve this objective? (service, product, idea) – The most important new sites today are selling ideas • http://www.msf.org/ • http://www.democrats.org/ • http://www.linux.org/ • http://www.gop.com/ • Why would anyone buy your ‘product’? Global Innovation Management • What will you do to sell your ‘product’? Tell Me About Who The customers and consumption chain • Why: these particular customers (cost effective, profitable, etc.) • What: do they do that requires your ‘product’ • Where: are they? Do you compete locally or globally or in specific geographical areas? Where are the forums and interest groups of these customers? • When: do you want to reach them? • How: Will you make a profit from them Global Innovation Management Tell Me About Where & How • Where: Will you host, will you keep inventory, run production, etc. • How: Will you implement the Internet portion of your business – Servers, Internet pipes and Traffic Management (hosting) – Website language / templates – Integrated development environment – Content management – Database management Global Innovation Management – Advertising (organic/sponsored search, media, Tell Me About Servers, Internet Pipes and Traffic Management Global Innovation Management Tell Me About Branding Let’s look at Twitter https://about.twitter.com/press/brand-assets Global Innovation Management Tell Me About Graphics Editors • Pixelmator – Fast and powerful image editing software for the Mac operating system • Inkscape – Open source vector graphics editor; web standards compliant Scalable Vector Graphics (SVG) under W3C’s specifications. • Fireworks – Adobe’s image editing software for the web designers. • GIMP Global Innovation Management – Stands for the GNU Image Manipulation Tell Me About Website Languages Website Google.com Facebook.com Daily Visitors Client (million) 1,000,000,000 JavaScript Server Database C, C++, Go, Java, Python PHP, C++, Java, Python, FBML,Erlang, D,Xhp BigTable MySQL, Cassandra MySQL, BigTable MySQL Microsoft SQL Server Microsoft SQL Server MySQL,Mar iaDB BigTable Microsoft SQL Server YouTube.com Yahoo 880,000,000 JavaScript Flash, 800,000,000 JavaScript 590,000,000 JavaScript Live.com 490,000,000 JavaScript ASP.NET MSN.com 440,000,000 JavaScript ASP.NET Wikipedia.org Blogger 410,000,000 JavaScript 340,000,000 JavaScript PHP Python Bing 230,000,000 JavaScript Twitter.com Wordpress.co m Amazon.com 160,000,000 JavaScript ASP.NET C++, Java, Scala, Ruby on Rails MySQL 130,000,000 JavaScript 110,000,000 JavaScript PHP Java, J2EE, C++, Perl eBay.com Linkedin.com 88,000,000 JavaScript 80,000,000 JavaScript Global Innovation Management C, Python, Java PHP Java Java, Scala MySQL Oracle Database Tell Me About Website Graphics / Layout • • • • http://www.templatemonster.com/ http://www.oswd.org/ http://www.wix.com/website/templates http://www.templateworld.com/ • Custom design typical cost breakdown: – http://www.grandallwebdesign.com/calculate. html Global Innovation Management Tell Me About Integrated development environment • Website (HTML / CSS / Flash, Javascript, ASP, etc.) – Adobe Dreamweaver/Creative Suite – McRabbit Espresso – Coffee Cup • Captive Multilanguage – Visual Studio (MS); Xcode (Apple) • X-platform Multilanguage Global Innovation Management Tell Me About Content Management Systems (Free-PHP) • WordPress – – • Joomla! – – • Strengths: Huge developer community; Free and paid plugins and specialized themes; User-friendly dashboard for managing content Weaknesses: lot of security issues, and is very vulnerable to attack without additional security measures Strengths: User authentication can be done with OpenID, Google, and LDAP, among others; Very active user community and tons of documentation available Weaknesses: Back-end isn’t as user-friendly as some CMSs; Lack of high-quality themes Drupal – – Strengths: Robust community support, including IRC channels and face-to-face meetups; highly extensible; A large number of companies offering commercial support for Drupal Weaknesses: A lack of really high-quality free and commercial themes (there are some, but not nearly as many as there are for some CMSs); Theming system is fairly complicated Global Innovation Management Tell Me About Advertising • Types – Organic/sponsored search, – Old-school media – Word-of-mouth • Places – Google Adwords/Adsense – http://www.google.com/adwords/ – https://www.google.com/adsense/signup – Facebook – https://www.facebook.com/advertising/successstories/state-bicycle – Tumblr – http://www.tumblr.com/business/advertise Global Innovation Management – Twitter Tell Me About Web Analytics • • http://www.google.com/analytics/ Measurement, collection, analysis and reporting of internet data for purposes of understanding and optimizing web usage System / tool for measuring: • web traffic • business and market performance and trends, cross-sell, etc. • assess and improve the effectiveness (for a specific objective) of a web site • measure the results of traditional print or broadcast advertising campaigns • estimate how traffic to a website changes after the launch of a new advertising campaign • information about the number of visitors to a website and the number of page views • helps gauge traffic and popularity trends which is useful for market research. Global Innovation Management Tell Me About E-Commerce Implementation • • • • • • Answer the Questions Why: Objective (profit, survival, expansion, social, etc.) What: Is your innovation (product, market, distribution, etc.) Who: Customers (with a new set of Q’s where, when, …) Where: Will you host, will you keep inventory, run production, etc. When: Does this need to be implemented How: Will you control costs (production, advertising, after-market) Global Innovation Management Tell Me About Why & What • Why do you want an e-business? (objective) • What will you sell to achieve this objective? (service, product, idea) – The most important new sites today are selling ideas • http://www.msf.org/ • http://www.democrats.org/ • http://www.linux.org/ • http://www.gop.com/ • Why would anyone buy your ‘product’? Global Innovation Management • What will you do to sell your ‘product’? Tell Me About Who The customers and consumption chain • Why: these particular customers (cost effective, profitable, etc.) • What: do they do that requires your ‘product’ • Where: are they? Do you compete locally or globally or in specific geographical areas? Where are the forums and interest groups of these customers? • When: do you want to reach them? • How: Will you make a profit from them Global Innovation Management Tell Me About Where & How • Where: Will you host, will you keep inventory, run production, etc. • How: Will you implement the Internet portion of your business – Servers, Internet pipes and Traffic Management (hosting) – Website language / templates – Integrated development environment – Content management – Database management Global Innovation Management – Advertising (organic/sponsored search, media, Tell Me About Servers, Internet Pipes and Traffic Management Global Innovation Management Tell Me About Branding Let’s look at Twitter https://about.twitter.com/press/brand-assets Global Innovation Management Tell Me About Graphics Editors • Pixelmator – Fast and powerful image editing software for the Mac operating system • Inkscape – Open source vector graphics editor; web standards compliant Scalable Vector Graphics (SVG) under W3C’s specifications. • Fireworks – Adobe’s image editing software for the web designers. • GIMP Global Innovation Management – Stands for the GNU Image Manipulation Tell Me About Website Languages Website Google.com Facebook.com Daily Visitors Client (million) 1,000,000,000 JavaScript Server Database C, C++, Go, Java, Python PHP, C++, Java, Python, FBML,Erlang, D,Xhp BigTable MySQL, Cassandra MySQL, BigTable MySQL Microsoft SQL Server Microsoft SQL Server MySQL,Mar iaDB BigTable Microsoft SQL Server YouTube.com Yahoo 880,000,000 JavaScript Flash, 800,000,000 JavaScript 590,000,000 JavaScript Live.com 490,000,000 JavaScript ASP.NET MSN.com 440,000,000 JavaScript ASP.NET Wikipedia.org Blogger 410,000,000 JavaScript 340,000,000 JavaScript PHP Python Bing 230,000,000 JavaScript Twitter.com Wordpress.co m Amazon.com 160,000,000 JavaScript ASP.NET C++, Java, Scala, Ruby on Rails MySQL 130,000,000 JavaScript 110,000,000 JavaScript PHP Java, J2EE, C++, Perl eBay.com Linkedin.com 88,000,000 JavaScript 80,000,000 JavaScript Global Innovation Management C, Python, Java PHP Java Java, Scala MySQL Oracle Database Tell Me About Website Graphics / Layout • • • • http://www.templatemonster.com/ http://www.oswd.org/ http://www.wix.com/website/templates http://www.templateworld.com/ • Custom design typical cost breakdown: – http://www.grandallwebdesign.com/calculate. html Global Innovation Management Tell Me About Integrated development environment • Website (HTML / CSS / Flash, Javascript, ASP, etc.) – Adobe Dreamweaver/Creative Suite – McRabbit Espresso – Coffee Cup • Captive Multilanguage – Visual Studio (MS); Xcode (Apple) • X-platform Multilanguage Global Innovation Management Tell Me About Content Management Systems (Free-PHP) • WordPress – – • Joomla! – – • Strengths: Huge developer community; Free and paid plugins and specialized themes; User-friendly dashboard for managing content Weaknesses: lot of security issues, and is very vulnerable to attack without additional security measures Strengths: User authentication can be done with OpenID, Google, and LDAP, among others; Very active user community and tons of documentation available Weaknesses: Back-end isn’t as user-friendly as some CMSs; Lack of high-quality themes Drupal – – Strengths: Robust community support, including IRC channels and face-to-face meetups; highly extensible; A large number of companies offering commercial support for Drupal Weaknesses: A lack of really high-quality free and commercial themes (there are some, but not nearly as many as there are for some CMSs); Theming system is fairly complicated Global Innovation Management Tell Me About Advertising • Types – Organic/sponsored search, – Old-school media – Word-of-mouth • Places – Google Adwords/Adsense – http://www.google.com/adwords/ – https://www.google.com/adsense/signup – Facebook – https://www.facebook.com/advertising/successstories/state-bicycle – Tumblr – http://www.tumblr.com/business/advertise Global Innovation Management – Twitter Tell Me About Web Analytics • • http://www.google.com/analytics/ Measurement, collection, analysis and reporting of internet data for purposes of understanding and optimizing web usage System / tool for measuring: • web traffic • business and market performance and trends, cross-sell, etc. • assess and improve the effectiveness (for a specific objective) of a web site • measure the results of traditional print or broadcast advertising campaigns • estimate how traffic to a website changes after the launch of a new advertising campaign • information about the number of visitors to a website and the number of page views • helps gauge traffic and popularity trends which is useful for market research. Global Innovation Management